Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 65 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.3 KiB |
| Average record size in memory | 210.0 B |
Variable types
| NUM | 22 |
|---|---|
| CAT | 4 |
Reproduction
| Analysis started | 2020-05-15 04:40:46.556139 |
|---|---|
| Analysis finished | 2020-05-15 04:41:46.357578 |
| Duration | 59.8 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
total_businesses is highly correlated with super_spreader and 10 other fields | High correlation |
super_spreader is highly correlated with total_businesses and 10 other fields | High correlation |
deaths is highly correlated with cases | High correlation |
cases is highly correlated with deaths and 1 other fields | High correlation |
population is highly correlated with super_spreader and 10 other fields | High correlation |
households is highly correlated with super_spreader and 10 other fields | High correlation |
females is highly correlated with super_spreader and 10 other fields | High correlation |
over65 is highly correlated with super_spreader and 10 other fields | High correlation |
white is highly correlated with super_spreader and 10 other fields | High correlation |
black is highly correlated with super_spreader and 10 other fields | High correlation |
asian is highly correlated with super_spreader and 10 other fields | High correlation |
hispanic is highly correlated with super_spreader and 10 other fields | High correlation |
poverty is highly correlated with super_spreader and 10 other fields | High correlation |
no_hsdiploma is highly correlated with super_spreader and 10 other fields | High correlation |
daily_cases is highly correlated with cases | High correlation |
state is highly correlated with county and 1 other fields | High correlation |
county is highly correlated with state and 1 other fields | High correlation |
county_name is highly correlated with county and 1 other fields | High correlation |
date is uniformly distributed | Uniform |
county is uniformly distributed | Uniform |
county_name is uniformly distributed | Uniform |
deaths has 22 (33.8%) zeros | Zeros |
countyfips
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22468.384615384617 |
|---|---|
| Minimum | 9001 |
| Maximum | 44009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 9001 |
|---|---|
| 5-th percentile | 9001 |
| Q1 | 9007 |
| median | 9013 |
| Q3 | 44003 |
| 95-th percentile | 44009 |
| Maximum | 44009 |
| Range | 35008 |
| Interquartile range (IQR) | 34996 |
Descriptive statistics
| Standard deviation | 17158.69143 |
|---|---|
| Coefficient of variation (CV) | 0.7636815784 |
| Kurtosis | -1.821198012 |
| Mean | 22468.38462 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.4856207988 |
| Sum | 1460445 |
| Variance | 294420691.5 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 44009 | 5 | 7.7% | |
| 44007 | 5 | 7.7% | |
| 44005 | 5 | 7.7% | |
| 44003 | 5 | 7.7% | |
| 44001 | 5 | 7.7% | |
| 9015 | 5 | 7.7% | |
| 9013 | 5 | 7.7% | |
| 9011 | 5 | 7.7% | |
| 9009 | 5 | 7.7% | |
| 9007 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 9001 | 5 | 7.7% | |
| 9003 | 5 | 7.7% | |
| 9005 | 5 | 7.7% | |
| 9007 | 5 | 7.7% | |
| 9009 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 44009 | 5 | 7.7% | |
| 44007 | 5 | 7.7% | |
| 44005 | 5 | 7.7% | |
| 44003 | 5 | 7.7% | |
| 44001 | 5 | 7.7% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.0 B |
| 12apr2020 | |
|---|---|
| 05apr2020 | |
| 29mar2020 | |
| 26apr2020 | |
| 19apr2020 |
| Value | Count | Frequency (%) | |
| 12apr2020 | 13 | 20.0% | |
| 05apr2020 | 13 | 20.0% | |
| 29mar2020 | 13 | 20.0% | |
| 26apr2020 | 13 | 20.0% | |
| 19apr2020 | 13 | 20.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
| Distinct count | 63 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3265.523076923077 |
|---|---|
| Minimum | 416 |
| Maximum | 8812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 416 |
|---|---|
| 5-th percentile | 434.4 |
| Q1 | 1004 |
| median | 1713 |
| Q3 | 5670 |
| 95-th percentile | 8473 |
| Maximum | 8812 |
| Range | 8396 |
| Interquartile range (IQR) | 4666 |
Descriptive statistics
| Standard deviation | 3002.572122 |
|---|---|
| Coefficient of variation (CV) | 0.9194766202 |
| Kurtosis | -0.9674556485 |
| Mean | 3265.523077 |
| Median Absolute Deviation (MAD) | 768 |
| Skewness | 0.9002426499 |
| Sum | 212259 |
| Variance | 9015439.347 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1267 | 2 | 3.1% | |
| 1004 | 2 | 3.1% | |
| 8190 | 1 | 1.5% | |
| 8487 | 1 | 1.5% | |
| 8351 | 1 | 1.5% | |
| 416 | 1 | 1.5% | |
| 926 | 1 | 1.5% | |
| 898 | 1 | 1.5% | |
| 5670 | 1 | 1.5% | |
| 427 | 1 | 1.5% | |
| Other values (53) | 53 | 81.5% |
| Value | Count | Frequency (%) | |
| 416 | 1 | 1.5% | |
| 425 | 1 | 1.5% | |
| 427 | 1 | 1.5% | |
| 432 | 1 | 1.5% | |
| 444 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 8812 | 1 | 1.5% | |
| 8608 | 1 | 1.5% | |
| 8525 | 1 | 1.5% | |
| 8487 | 1 | 1.5% | |
| 8417 | 1 | 1.5% |
| Distinct count | 64 |
|---|---|
| Unique (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3826.6769230769232 |
|---|---|
| Minimum | 494 |
| Maximum | 10217 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 494 |
|---|---|
| 5-th percentile | 517.2 |
| Q1 | 1187 |
| median | 2028 |
| Q3 | 6611 |
| 95-th percentile | 9858.2 |
| Maximum | 10217 |
| Range | 9723 |
| Interquartile range (IQR) | 5424 |
Descriptive statistics
| Standard deviation | 3484.975238 |
|---|---|
| Coefficient of variation (CV) | 0.9107053739 |
| Kurtosis | -0.970659841 |
| Mean | 3826.676923 |
| Median Absolute Deviation (MAD) | 912 |
| Skewness | 0.8960089325 |
| Sum | 248734 |
| Variance | 12145052.41 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1202 | 2 | 3.1% | |
| 511 | 1 | 1.5% | |
| 6590 | 1 | 1.5% | |
| 1212 | 1 | 1.5% | |
| 2874 | 1 | 1.5% | |
| 1928 | 1 | 1.5% | |
| 9014 | 1 | 1.5% | |
| 2180 | 1 | 1.5% | |
| 9779 | 1 | 1.5% | |
| 3009 | 1 | 1.5% | |
| Other values (54) | 54 | 83.1% |
| Value | Count | Frequency (%) | |
| 494 | 1 | 1.5% | |
| 511 | 1 | 1.5% | |
| 513 | 1 | 1.5% | |
| 516 | 1 | 1.5% | |
| 522 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 10217 | 1 | 1.5% | |
| 9973 | 1 | 1.5% | |
| 9965 | 1 | 1.5% | |
| 9878 | 1 | 1.5% | |
| 9779 | 1 | 1.5% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.0 B |
| Newport | 5 |
|---|---|
| Providenc | 5 |
| Middlesex | 5 |
| Washingto | 5 |
| Litchfiel | 5 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| Newport | 5 | 7.7% | |
| Providenc | 5 | 7.7% | |
| Middlesex | 5 | 7.7% | |
| Washingto | 5 | 7.7% | |
| Litchfiel | 5 | 7.7% | |
| Tolland | 5 | 7.7% | |
| Hartford | 5 | 7.7% | |
| Kent | 5 | 7.7% | |
| New Londo | 5 | 7.7% | |
| Fairfield | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.923076923 |
| Min length | 4 |
| Distinct count | 2 |
|---|---|
| Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.0 B |
| Connecticut | |
|---|---|
| Rhode Island |
| Value | Count | Frequency (%) | |
| Connecticut | 40 | 61.5% | |
| Rhode Island | 25 | 38.5% |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.38461538 |
| Min length | 11 |
| Distinct count | 64 |
|---|---|
| Unique (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1140.4923076923078 |
|---|---|
| Minimum | 7 |
| Maximum | 10529 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 20.2 |
| Q1 | 74 |
| median | 197 |
| Q3 | 751 |
| 95-th percentile | 5480.4 |
| Maximum | 10529 |
| Range | 10522 |
| Interquartile range (IQR) | 677 |
Descriptive statistics
| Standard deviation | 2114.847439 |
|---|---|
| Coefficient of variation (CV) | 1.854328543 |
| Kurtosis | 6.715747985 |
| Mean | 1140.492308 |
| Median Absolute Deviation (MAD) | 165 |
| Skewness | 2.560858098 |
| Sum | 74132 |
| Variance | 4472579.691 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 276 | 2 | 3.1% | |
| 1278 | 1 | 1.5% | |
| 157 | 1 | 1.5% | |
| 53 | 1 | 1.5% | |
| 135 | 1 | 1.5% | |
| 299 | 1 | 1.5% | |
| 42 | 1 | 1.5% | |
| 169 | 1 | 1.5% | |
| 40 | 1 | 1.5% | |
| 39 | 1 | 1.5% | |
| Other values (54) | 54 | 83.1% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 1.5% | |
| 11 | 1 | 1.5% | |
| 17 | 1 | 1.5% | |
| 20 | 1 | 1.5% | |
| 21 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 10529 | 1 | 1.5% | |
| 7434 | 1 | 1.5% | |
| 6715 | 1 | 1.5% | |
| 5534 | 1 | 1.5% | |
| 5266 | 1 | 1.5% |
| Distinct count | 33 |
|---|---|
| Unique (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.261538461538464 |
|---|---|
| Minimum | 0 |
| Maximum | 707 |
| Zeros | 22 |
| Zeros (%) | 33.8% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 35 |
| 95-th percentile | 402.2 |
| Maximum | 707 |
| Range | 707 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 140.2807761 |
|---|---|
| Coefficient of variation (CV) | 2.289867014 |
| Kurtosis | 9.809842821 |
| Mean | 61.26153846 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 3.116651777 |
| Sum | 3982 |
| Variance | 19678.69615 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 22 | 33.8% | |
| 1 | 3 | 4.6% | |
| 2 | 3 | 4.6% | |
| 4 | 3 | 4.6% | |
| 6 | 3 | 4.6% | |
| 24 | 2 | 3.1% | |
| 7 | 2 | 3.1% | |
| 20 | 2 | 3.1% | |
| 18 | 1 | 1.5% | |
| 21 | 1 | 1.5% | |
| Other values (23) | 23 | 35.4% |
| Value | Count | Frequency (%) | |
| 0 | 22 | 33.8% | |
| 1 | 3 | 4.6% | |
| 2 | 3 | 4.6% | |
| 4 | 3 | 4.6% | |
| 5 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 707 | 1 | 1.5% | |
| 579 | 1 | 1.5% | |
| 447 | 1 | 1.5% | |
| 429 | 1 | 1.5% | |
| 295 | 1 | 1.5% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 520.0 B |
| Tolland | 5 |
|---|---|
| Newport | 5 |
| Wndham | 5 |
| Washington | 5 |
| New London | 5 |
| Other values (8) |
| Value | Count | Frequency (%) | |
| Tolland | 5 | 7.7% | |
| Newport | 5 | 7.7% | |
| Wndham | 5 | 7.7% | |
| Washington | 5 | 7.7% | |
| New London | 5 | 7.7% | |
| Hartford | 5 | 7.7% | |
| Middlesex | 5 | 7.7% | |
| Kent | 5 | 7.7% | |
| Fairfield | 5 | 7.7% | |
| Providence | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.153846154 |
| Min length | 4 |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 356778.07692307694 |
|---|---|
| Minimum | 48900 |
| Maximum | 944348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 48900 |
|---|---|
| 5-th percentile | 48900 |
| Q1 | 126242 |
| median | 163861 |
| Q3 | 634533 |
| 95-th percentile | 944348 |
| Maximum | 944348 |
| Range | 895448 |
| Interquartile range (IQR) | 508291 |
Descriptive statistics
| Standard deviation | 330681.4468 |
|---|---|
| Coefficient of variation (CV) | 0.9268547262 |
| Kurtosis | -1.00054419 |
| Mean | 356778.0769 |
| Median Absolute Deviation (MAD) | 80786 |
| Skewness | 0.8962529515 |
| Sum | 23190575 |
| Variance | 1.093502193e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 183031 | 5 | 7.7% | |
| 151269 | 5 | 7.7% | |
| 944348 | 5 | 7.7% | |
| 268881 | 5 | 7.7% | |
| 859339 | 5 | 7.7% | |
| 116538 | 5 | 7.7% | |
| 163368 | 5 | 7.7% | |
| 634533 | 5 | 7.7% | |
| 126242 | 5 | 7.7% | |
| 163861 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 48900 | 5 | 7.7% | |
| 83075 | 5 | 7.7% | |
| 116538 | 5 | 7.7% | |
| 126242 | 5 | 7.7% | |
| 151269 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 944348 | 5 | 7.7% | |
| 894730 | 5 | 7.7% | |
| 859339 | 5 | 7.7% | |
| 634533 | 5 | 7.7% | |
| 268881 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136789.15384615384 |
|---|---|
| Minimum | 19553 |
| Maximum | 349064 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 19553 |
|---|---|
| 5-th percentile | 19553 |
| Q1 | 49111 |
| median | 68833 |
| Q3 | 238171 |
| 95-th percentile | 349064 |
| Maximum | 349064 |
| Range | 329511 |
| Interquartile range (IQR) | 189060 |
Descriptive statistics
| Standard deviation | 123537.3302 |
|---|---|
| Coefficient of variation (CV) | 0.903122263 |
| Kurtosis | -1.016484401 |
| Mean | 136789.1538 |
| Median Absolute Deviation (MAD) | 33616 |
| Skewness | 0.8834899791 |
| Sum | 8891295 |
| Variance | 1.526147195e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 68833 | 5 | 7.7% | |
| 19553 | 5 | 7.7% | |
| 238171 | 5 | 7.7% | |
| 49111 | 5 | 7.7% | |
| 66892 | 5 | 7.7% | |
| 55232 | 5 | 7.7% | |
| 44449 | 5 | 7.7% | |
| 35217 | 5 | 7.7% | |
| 340491 | 5 | 7.7% | |
| 107402 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 19553 | 5 | 7.7% | |
| 35217 | 5 | 7.7% | |
| 44449 | 5 | 7.7% | |
| 49111 | 5 | 7.7% | |
| 55232 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 349064 | 5 | 7.7% | |
| 340491 | 5 | 7.7% | |
| 329857 | 5 | 7.7% | |
| 238171 | 5 | 7.7% | |
| 107402 | 5 | 7.7% |
age
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.184615384615384 |
|---|---|
| Minimum | 37.3 |
| Maximum | 47.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 37.3 |
|---|---|
| 5-th percentile | 37.3 |
| Q1 | 40.3 |
| median | 41.4 |
| Q3 | 44.5 |
| 95-th percentile | 47.2 |
| Maximum | 47.2 |
| Range | 9.9 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 2.980888645 |
|---|---|
| Coefficient of variation (CV) | 0.07066293287 |
| Kurtosis | -1.028916989 |
| Mean | 42.18461538 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | -0.1078271345 |
| Sum | 2742 |
| Variance | 8.885697115 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 47.2 | 5 | 7.7% | |
| 41.3 | 5 | 7.7% | |
| 37.3 | 5 | 7.7% | |
| 43.8 | 5 | 7.7% | |
| 44.2 | 5 | 7.7% | |
| 40.3 | 5 | 7.7% | |
| 41.4 | 5 | 7.7% | |
| 45.4 | 5 | 7.7% | |
| 40.1 | 5 | 7.7% | |
| 40.4 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 37.3 | 5 | 7.7% | |
| 37.5 | 5 | 7.7% | |
| 40.1 | 5 | 7.7% | |
| 40.3 | 5 | 7.7% | |
| 40.4 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 47.2 | 5 | 7.7% | |
| 45.4 | 5 | 7.7% | |
| 45 | 5 | 7.7% | |
| 44.5 | 5 | 7.7% | |
| 44.2 | 5 | 7.7% |
income
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75086.38461538461 |
|---|---|
| Minimum | 55233 |
| Maximum | 92969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 55233 |
|---|---|
| 5-th percentile | 55233 |
| Q1 | 70223 |
| median | 75578 |
| Q3 | 81301 |
| 95-th percentile | 92969 |
| Maximum | 92969 |
| Range | 37736 |
| Interquartile range (IQR) | 11078 |
Descriptive statistics
| Standard deviation | 9572.411208 |
|---|---|
| Coefficient of variation (CV) | 0.1274853125 |
| Kurtosis | -0.1467948938 |
| Mean | 75086.38462 |
| Median Absolute Deviation (MAD) | 5723 |
| Skewness | -0.1613734387 |
| Sum | 4880615 |
| Variance | 91631056.33 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 78314 | 5 | 7.7% | |
| 70223 | 5 | 7.7% | |
| 71368 | 5 | 7.7% | |
| 55233 | 5 | 7.7% | |
| 75578 | 5 | 7.7% | |
| 67128 | 5 | 7.7% | |
| 77237 | 5 | 7.7% | |
| 84916 | 5 | 7.7% | |
| 92969 | 5 | 7.7% | |
| 84761 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 55233 | 5 | 7.7% | |
| 64774 | 5 | 7.7% | |
| 67128 | 5 | 7.7% | |
| 70223 | 5 | 7.7% | |
| 71368 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 92969 | 5 | 7.7% | |
| 84916 | 5 | 7.7% | |
| 84761 | 5 | 7.7% | |
| 81301 | 5 | 7.7% | |
| 78314 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182896.30969230767 |
|---|---|
| Minimum | 25330.0 |
| Maximum | 484385.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 25330 |
|---|---|
| 5-th percentile | 25330 |
| Q1 | 65131.996 |
| median | 84642 |
| Q3 | 326048 |
| 95-th percentile | 484385.03 |
| Maximum | 484385.03 |
| Range | 459055.03 |
| Interquartile range (IQR) | 260916.004 |
Descriptive statistics
| Standard deviation | 170561.8767 |
|---|---|
| Coefficient of variation (CV) | 0.9325605146 |
| Kurtosis | -1.002678275 |
| Mean | 182896.3097 |
| Median Absolute Deviation (MAD) | 42515 |
| Skewness | 0.8998129206 |
| Sum | 11888260.13 |
| Variance | 2.909135378e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 75448 | 5 | 7.7% | |
| 42127 | 5 | 7.7% | |
| 92584 | 5 | 7.7% | |
| 65131.996 | 5 | 7.7% | |
| 460080 | 5 | 7.7% | |
| 83692 | 5 | 7.7% | |
| 445028 | 5 | 7.7% | |
| 25330 | 5 | 7.7% | |
| 484385.03 | 5 | 7.7% | |
| 326048 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 25330 | 5 | 7.7% | |
| 42127 | 5 | 7.7% | |
| 58978 | 5 | 7.7% | |
| 65131.996 | 5 | 7.7% | |
| 75448 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 484385.03 | 5 | 7.7% | |
| 460080 | 5 | 7.7% | |
| 445028 | 5 | 7.7% | |
| 326048 | 5 | 7.7% | |
| 134178 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58599.230769230766 |
|---|---|
| Minimum | 9406.0 |
| Maximum | 147260.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 9406 |
|---|---|
| 5-th percentile | 9406 |
| Q1 | 22405 |
| median | 31051.998 |
| Q3 | 93384 |
| 95-th percentile | 147260 |
| Maximum | 147260 |
| Range | 137854 |
| Interquartile range (IQR) | 70979 |
Descriptive statistics
| Standard deviation | 51352.42031 |
|---|---|
| Coefficient of variation (CV) | 0.8763326692 |
| Kurtosis | -0.920291357 |
| Mean | 58599.23077 |
| Median Absolute Deviation (MAD) | 13701.998 |
| Skewness | 0.915392738 |
| Sum | 3808950 |
| Variance | 2637071072 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 147260 | 5 | 7.7% | |
| 143419 | 5 | 7.7% | |
| 18257 | 5 | 7.7% | |
| 46320 | 5 | 7.7% | |
| 36456 | 5 | 7.7% | |
| 17350 | 5 | 7.7% | |
| 142411 | 5 | 7.7% | |
| 24442 | 5 | 7.7% | |
| 29628.002 | 5 | 7.7% | |
| 31051.998 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 9406 | 5 | 7.7% | |
| 17350 | 5 | 7.7% | |
| 18257 | 5 | 7.7% | |
| 22405 | 5 | 7.7% | |
| 24442 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 147260 | 5 | 7.7% | |
| 143419 | 5 | 7.7% | |
| 142411 | 5 | 7.7% | |
| 93384 | 5 | 7.7% | |
| 46320 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245109.46384615384 |
|---|---|
| Minimum | 45111.0 |
| Maximum | 588974.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 45111 |
|---|---|
| 5-th percentile | 45111 |
| Q1 | 115008 |
| median | 145885 |
| Q3 | 390443.03 |
| 95-th percentile | 588974 |
| Maximum | 588974 |
| Range | 543863 |
| Interquartile range (IQR) | 275435.03 |
Descriptive statistics
| Standard deviation | 193156.4609 |
|---|---|
| Coefficient of variation (CV) | 0.7880416281 |
| Kurtosis | -0.9625958839 |
| Mean | 245109.4638 |
| Median Absolute Deviation (MAD) | 58300 |
| Skewness | 0.8631687787 |
| Sum | 15932115.15 |
| Variance | 3.730941841e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 145885 | 5 | 7.7% | |
| 71280 | 5 | 7.7% | |
| 45111 | 5 | 7.7% | |
| 204185 | 5 | 7.7% | |
| 128603 | 5 | 7.7% | |
| 553425 | 5 | 7.7% | |
| 162898 | 5 | 7.7% | |
| 115008 | 5 | 7.7% | |
| 390443.03 | 5 | 7.7% | |
| 96795 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 45111 | 5 | 7.7% | |
| 71280 | 5 | 7.7% | |
| 96795 | 5 | 7.7% | |
| 115008 | 5 | 7.7% | |
| 128603 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 588974 | 5 | 7.7% | |
| 553425 | 5 | 7.7% | |
| 546120 | 5 | 7.7% | |
| 390443.03 | 5 | 7.7% | |
| 204185 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31601.384615384617 |
|---|---|
| Minimum | 621 |
| Maximum | 114565 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 621 |
|---|---|
| 5-th percentile | 621 |
| Q1 | 2513 |
| median | 4299 |
| Q3 | 51578 |
| 95-th percentile | 114565 |
| Maximum | 114565 |
| Range | 113944 |
| Interquartile range (IQR) | 49065 |
Descriptive statistics
| Standard deviation | 43575.70133 |
|---|---|
| Coefficient of variation (CV) | 1.37891747 |
| Kurtosis | -0.6377126164 |
| Mean | 31601.38462 |
| Median Absolute Deviation (MAD) | 3678 |
| Skewness | 1.085617897 |
| Sum | 2054090 |
| Variance | 1898841746 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 51578 | 5 | 7.7% | |
| 8050 | 5 | 7.7% | |
| 621 | 5 | 7.7% | |
| 1640 | 5 | 7.7% | |
| 2649 | 5 | 7.7% | |
| 106325 | 5 | 7.7% | |
| 99412 | 5 | 7.7% | |
| 2513 | 5 | 7.7% | |
| 4299 | 5 | 7.7% | |
| 2863 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 621 | 5 | 7.7% | |
| 1640 | 5 | 7.7% | |
| 2084 | 5 | 7.7% | |
| 2513 | 5 | 7.7% | |
| 2649 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 114565 | 5 | 7.7% | |
| 106325 | 5 | 7.7% | |
| 99412 | 5 | 7.7% | |
| 51578 | 5 | 7.7% | |
| 14219 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14810.307533846155 |
|---|---|
| Minimum | 995.99994 |
| Maximum | 49375.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 995.99994 |
|---|---|
| 5-th percentile | 995.99994 |
| Q1 | 2406 |
| median | 4956 |
| Q3 | 25915.998 |
| 95-th percentile | 49375 |
| Maximum | 49375 |
| Range | 48379.00006 |
| Interquartile range (IQR) | 23509.998 |
Descriptive statistics
| Standard deviation | 17195.54166 |
|---|---|
| Coefficient of variation (CV) | 1.161052303 |
| Kurtosis | -0.4714970472 |
| Mean | 14810.30753 |
| Median Absolute Deviation (MAD) | 3404 |
| Skewness | 1.070372859 |
| Sum | 962669.9897 |
| Variance | 295686653.1 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 49375 | 5 | 7.7% | |
| 10972 | 5 | 7.7% | |
| 46327 | 5 | 7.7% | |
| 7013 | 5 | 7.7% | |
| 995.99994 | 5 | 7.7% | |
| 4956 | 5 | 7.7% | |
| 25915.998 | 5 | 7.7% | |
| 3361 | 5 | 7.7% | |
| 33850 | 5 | 7.7% | |
| 1552 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 995.99994 | 5 | 7.7% | |
| 1552 | 5 | 7.7% | |
| 1632 | 5 | 7.7% | |
| 2406 | 5 | 7.7% | |
| 3361 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 49375 | 5 | 7.7% | |
| 46327 | 5 | 7.7% | |
| 33850 | 5 | 7.7% | |
| 25915.998 | 5 | 7.7% | |
| 10972 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55434.53850000001 |
|---|---|
| Minimum | 1421.0 |
| Maximum | 182653.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 1421 |
|---|---|
| 5-th percentile | 1421 |
| Q1 | 7624 |
| median | 10941 |
| Q3 | 141206 |
| 95-th percentile | 182653 |
| Maximum | 182653 |
| Range | 181232 |
| Interquartile range (IQR) | 133582 |
Descriptive statistics
| Standard deviation | 69870.08204 |
|---|---|
| Coefficient of variation (CV) | 1.26040703 |
| Kurtosis | -1.148170618 |
| Mean | 55434.5385 |
| Median Absolute Deviation (MAD) | 7027 |
| Skewness | 0.8804839867 |
| Sum | 3603245.003 |
| Variance | 4881828365 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 182653 | 5 | 7.7% | |
| 157785 | 5 | 7.7% | |
| 141206 | 5 | 7.7% | |
| 4693 | 5 | 7.7% | |
| 3914 | 5 | 7.7% | |
| 10941 | 5 | 7.7% | |
| 8086.0005 | 5 | 7.7% | |
| 9835 | 5 | 7.7% | |
| 27762 | 5 | 7.7% | |
| 151361 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 1421 | 5 | 7.7% | |
| 3914 | 5 | 7.7% | |
| 4693 | 5 | 7.7% | |
| 7624 | 5 | 7.7% | |
| 8086.0005 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 182653 | 5 | 7.7% | |
| 157785 | 5 | 7.7% | |
| 151361 | 5 | 7.7% | |
| 141206 | 5 | 7.7% | |
| 27762 | 5 | 7.7% |
amerindian
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 694.4615384615385 |
|---|---|
| Minimum | 43 |
| Maximum | 2211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 118 |
| median | 305 |
| Q3 | 1257 |
| 95-th percentile | 2211 |
| Maximum | 2211 |
| Range | 2168 |
| Interquartile range (IQR) | 1139 |
Descriptive statistics
| Standard deviation | 664.311511 |
|---|---|
| Coefficient of variation (CV) | 0.9565850291 |
| Kurtosis | -0.2911551456 |
| Mean | 694.4615385 |
| Median Absolute Deviation (MAD) | 262 |
| Skewness | 0.8360519138 |
| Sum | 45140 |
| Variance | 441309.7837 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1398 | 5 | 7.7% | |
| 1257 | 5 | 7.7% | |
| 215 | 5 | 7.7% | |
| 66 | 5 | 7.7% | |
| 59 | 5 | 7.7% | |
| 823 | 5 | 7.7% | |
| 118 | 5 | 7.7% | |
| 946 | 5 | 7.7% | |
| 305 | 5 | 7.7% | |
| 43 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 43 | 5 | 7.7% | |
| 59 | 5 | 7.7% | |
| 66 | 5 | 7.7% | |
| 118 | 5 | 7.7% | |
| 215 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 2211 | 5 | 7.7% | |
| 1398 | 5 | 7.7% | |
| 1294 | 5 | 7.7% | |
| 1257 | 5 | 7.7% | |
| 946 | 5 | 7.7% |
other
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1423.9230784615386 |
|---|---|
| Minimum | 26.0 |
| Maximum | 6221.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 178.99998 |
| median | 320 |
| Q3 | 2240 |
| 95-th percentile | 6221 |
| Maximum | 6221 |
| Range | 6195 |
| Interquartile range (IQR) | 2061.00002 |
Descriptive statistics
| Standard deviation | 2061.247894 |
|---|---|
| Coefficient of variation (CV) | 1.447583739 |
| Kurtosis | 0.6875558939 |
| Mean | 1423.923078 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 1.475244467 |
| Sum | 92555.0001 |
| Variance | 4248742.882 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 183.99998 | 5 | 7.7% | |
| 6221 | 5 | 7.7% | |
| 380.00003 | 5 | 7.7% | |
| 298.00003 | 5 | 7.7% | |
| 2673 | 5 | 7.7% | |
| 178.99998 | 5 | 7.7% | |
| 95 | 5 | 7.7% | |
| 320 | 5 | 7.7% | |
| 2240 | 5 | 7.7% | |
| 140 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 26 | 5 | 7.7% | |
| 95 | 5 | 7.7% | |
| 140 | 5 | 7.7% | |
| 178.99998 | 5 | 7.7% | |
| 183.99998 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 6221 | 5 | 7.7% | |
| 5416 | 5 | 7.7% | |
| 2673 | 5 | 7.7% | |
| 2240 | 5 | 7.7% | |
| 380.00003 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37038.76916923077 |
|---|---|
| Minimum | 3432.0002 |
| Maximum | 98855.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 3432.0002 |
|---|---|
| 5-th percentile | 3432.0002 |
| Q1 | 10908.999 |
| median | 12650 |
| Q3 | 81751 |
| 95-th percentile | 98855 |
| Maximum | 98855 |
| Range | 95422.9998 |
| Interquartile range (IQR) | 70842.001 |
Descriptive statistics
| Standard deviation | 38845.68304 |
|---|---|
| Coefficient of variation (CV) | 1.048784393 |
| Kurtosis | -1.234514403 |
| Mean | 37038.76917 |
| Median Absolute Deviation (MAD) | 5859 |
| Skewness | 0.8360452144 |
| Sum | 2407519.996 |
| Variance | 1508987091 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 26140 | 5 | 7.7% | |
| 3432.0002 | 5 | 7.7% | |
| 10908.999 | 5 | 7.7% | |
| 6791 | 5 | 7.7% | |
| 9390 | 5 | 7.7% | |
| 12650 | 5 | 7.7% | |
| 11249 | 5 | 7.7% | |
| 81751 | 5 | 7.7% | |
| 98661 | 5 | 7.7% | |
| 97063 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 3432.0002 | 5 | 7.7% | |
| 6791 | 5 | 7.7% | |
| 9390 | 5 | 7.7% | |
| 10908.999 | 5 | 7.7% | |
| 11249 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 98855 | 5 | 7.7% | |
| 98661 | 5 | 7.7% | |
| 97063 | 5 | 7.7% | |
| 81751 | 5 | 7.7% | |
| 26140 | 5 | 7.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24909.23083076923 |
|---|---|
| Minimum | 3382.9998 |
| Maximum | 65533.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 3382.9998 |
|---|---|
| 5-th percentile | 3382.9998 |
| Q1 | 5215.0005 |
| median | 9986 |
| Q3 | 59205.004 |
| 95-th percentile | 65533 |
| Maximum | 65533 |
| Range | 62150.0002 |
| Interquartile range (IQR) | 53990.0035 |
Descriptive statistics
| Standard deviation | 26277.4944 |
|---|---|
| Coefficient of variation (CV) | 1.054929981 |
| Kurtosis | -1.296375328 |
| Mean | 24909.23083 |
| Median Absolute Deviation (MAD) | 5264 |
| Skewness | 0.8202652565 |
| Sum | 1619100.004 |
| Variance | 690506711.7 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 59205.004 | 5 | 7.7% | |
| 3382.9998 | 5 | 7.7% | |
| 3863 | 5 | 7.7% | |
| 5215.0005 | 5 | 7.7% | |
| 65533 | 5 | 7.7% | |
| 65169.996 | 5 | 7.7% | |
| 9192 | 5 | 7.7% | |
| 10157 | 5 | 7.7% | |
| 6918.0005 | 5 | 7.7% | |
| 5058 | 5 | 7.7% | |
| Other values (3) | 15 | 23.1% |
| Value | Count | Frequency (%) | |
| 3382.9998 | 5 | 7.7% | |
| 3863 | 5 | 7.7% | |
| 5058 | 5 | 7.7% | |
| 5215.0005 | 5 | 7.7% | |
| 6918.0005 | 5 | 7.7% |
| Value | Count | Frequency (%) | |
| 65533 | 5 | 7.7% | |
| 65169.996 | 5 | 7.7% | |
| 64890 | 5 | 7.7% | |
| 59205.004 | 5 | 7.7% | |
| 15250 | 5 | 7.7% |
t
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.425219281 |
|---|---|
| Coefficient of variation (CV) | 0.4750730938 |
| Kurtosis | -1.307526882 |
| Mean | 3 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0 |
| Sum | 195 |
| Variance | 2.03125 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5 | 13 | 20.0% | |
| 4 | 13 | 20.0% | |
| 3 | 13 | 20.0% | |
| 2 | 13 | 20.0% | |
| 1 | 13 | 20.0% |
| Value | Count | Frequency (%) | |
| 1 | 13 | 20.0% | |
| 2 | 13 | 20.0% | |
| 3 | 13 | 20.0% | |
| 4 | 13 | 20.0% | |
| 5 | 13 | 20.0% |
| Value | Count | Frequency (%) | |
| 5 | 13 | 20.0% | |
| 4 | 13 | 20.0% | |
| 3 | 13 | 20.0% | |
| 2 | 13 | 20.0% | |
| 1 | 13 | 20.0% |
super_spreader_density
Real number (ℝ≥0)
| Distinct count | 64 |
|---|---|
| Unique (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.63312284615384 |
|---|---|
| Minimum | 82.246742 |
| Maximum | 86.709587 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 82.246742 |
|---|---|
| 5-th percentile | 82.6045848 |
| Q1 | 83.656273 |
| median | 84.895836 |
| Q3 | 85.766144 |
| 95-th percentile | 86.2991962 |
| Maximum | 86.709587 |
| Range | 4.462845 |
| Interquartile range (IQR) | 2.109871 |
Descriptive statistics
| Standard deviation | 1.234920638 |
|---|---|
| Coefficient of variation (CV) | 0.01459145778 |
| Kurtosis | -1.085808813 |
| Mean | 84.63312285 |
| Median Absolute Deviation (MAD) | 0.982574 |
| Skewness | -0.2615071237 |
| Sum | 5501.152985 |
| Variance | 1.525028983 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 84.210526 | 2 | 3.1% | |
| 86.006149 | 1 | 1.5% | |
| 85.821533 | 1 | 1.5% | |
| 83.812454 | 1 | 1.5% | |
| 85.813148 | 1 | 1.5% | |
| 85.057472 | 1 | 1.5% | |
| 85.87841 | 1 | 1.5% | |
| 84.940781 | 1 | 1.5% | |
| 83.317802 | 1 | 1.5% | |
| 85.766144 | 1 | 1.5% | |
| Other values (54) | 54 | 83.1% |
| Value | Count | Frequency (%) | |
| 82.246742 | 1 | 1.5% | |
| 82.358154 | 1 | 1.5% | |
| 82.480316 | 1 | 1.5% | |
| 82.593513 | 1 | 1.5% | |
| 82.648872 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 86.709587 | 1 | 1.5% | |
| 86.514542 | 1 | 1.5% | |
| 86.382339 | 1 | 1.5% | |
| 86.302895 | 1 | 1.5% | |
| 86.284401 | 1 | 1.5% |
| Distinct count | 60 |
|---|---|
| Unique (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 478.10769230769233 |
|---|---|
| Minimum | 7 |
| Maximum | 3095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 520.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 14.6 |
| Q1 | 34 |
| median | 110 |
| Q3 | 390 |
| 95-th percentile | 1964.2 |
| Maximum | 3095 |
| Range | 3088 |
| Interquartile range (IQR) | 356 |
Descriptive statistics
| Standard deviation | 750.0101067 |
|---|---|
| Coefficient of variation (CV) | 1.568705375 |
| Kurtosis | 2.070444702 |
| Mean | 478.1076923 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 1.763949764 |
| Sum | 31077 |
| Variance | 562515.1601 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 25 | 2 | 3.1% | |
| 34 | 2 | 3.1% | |
| 14 | 2 | 3.1% | |
| 32 | 2 | 3.1% | |
| 72 | 2 | 3.1% | |
| 26 | 1 | 1.5% | |
| 172 | 1 | 1.5% | |
| 40 | 1 | 1.5% | |
| 38 | 1 | 1.5% | |
| 37 | 1 | 1.5% | |
| Other values (50) | 50 | 76.9% |
| Value | Count | Frequency (%) | |
| 7 | 1 | 1.5% | |
| 11 | 1 | 1.5% | |
| 14 | 2 | 3.1% | |
| 17 | 1 | 1.5% | |
| 20 | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| 3095 | 1 | 1.5% | |
| 2484 | 1 | 1.5% | |
| 2014 | 1 | 1.5% | |
| 1974 | 1 | 1.5% | |
| 1925 | 1 | 1.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| countyfips | date | super_spreader | total_businesses | county | state | cases | deaths | county_name | population | households | age | income | females | over65 | white | black | asian | hispanic | amerindian | other | poverty | no_hsdiploma | t | super_spreader_density | daily_cases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 44001 | 29mar2020 | 425 | 511 | Bristol | Rhode Island | 11 | 0 | Bristol | 48900 | 19553 | 44.2 | 75578 | 25330.00 | 9406.0 | 45111.0 | 621 | 995.99994 | 1421.0 | 43 | 26.0 | 3432.0002 | 3382.9998 | 1 | 83.170258 | 11 |
| 1 | 44001 | 05apr2020 | 432 | 513 | Bristol | Rhode Island | 25 | 0 | Bristol | 48900 | 19553 | 44.2 | 75578 | 25330.00 | 9406.0 | 45111.0 | 621 | 995.99994 | 1421.0 | 43 | 26.0 | 3432.0002 | 3382.9998 | 2 | 84.210526 | 14 |
| 2 | 44001 | 12apr2020 | 416 | 494 | Bristol | Rhode Island | 39 | 0 | Bristol | 48900 | 19553 | 44.2 | 75578 | 25330.00 | 9406.0 | 45111.0 | 621 | 995.99994 | 1421.0 | 43 | 26.0 | 3432.0002 | 3382.9998 | 3 | 84.210526 | 14 |
| 3 | 44001 | 19apr2020 | 427 | 516 | Bristol | Rhode Island | 65 | 0 | Bristol | 48900 | 19553 | 44.2 | 75578 | 25330.00 | 9406.0 | 45111.0 | 621 | 995.99994 | 1421.0 | 43 | 26.0 | 3432.0002 | 3382.9998 | 4 | 82.751938 | 26 |
| 4 | 44001 | 26apr2020 | 444 | 522 | Bristol | Rhode Island | 111 | 0 | Bristol | 48900 | 19553 | 44.2 | 75578 | 25330.00 | 9406.0 | 45111.0 | 621 | 995.99994 | 1421.0 | 43 | 26.0 | 3432.0002 | 3382.9998 | 5 | 85.057472 | 46 |
| 5 | 9001 | 29mar2020 | 8525 | 9878 | Fairfield | Connecticut | 1245 | 21 | Fairfield | 944348 | 340491 | 40.3 | 92969 | 484385.03 | 143419.0 | 588974.0 | 99412 | 49375.00000 | 182653.0 | 1257 | 5416.0 | 81751.0000 | 64890.0000 | 1 | 86.302895 | 1245 |
| 6 | 9001 | 05apr2020 | 8417 | 9729 | Fairfield | Connecticut | 3050 | 96 | Fairfield | 944348 | 340491 | 40.3 | 92969 | 484385.03 | 143419.0 | 588974.0 | 99412 | 49375.00000 | 182653.0 | 1257 | 5416.0 | 81751.0000 | 64890.0000 | 2 | 86.514542 | 1805 |
| 7 | 9001 | 12apr2020 | 8351 | 9631 | Fairfield | Connecticut | 5534 | 248 | Fairfield | 944348 | 340491 | 40.3 | 92969 | 484385.03 | 143419.0 | 588974.0 | 99412 | 49375.00000 | 182653.0 | 1257 | 5416.0 | 81751.0000 | 64890.0000 | 3 | 86.709587 | 2484 |
| 8 | 9001 | 19apr2020 | 8608 | 9965 | Fairfield | Connecticut | 7434 | 447 | Fairfield | 944348 | 340491 | 40.3 | 92969 | 484385.03 | 143419.0 | 588974.0 | 99412 | 49375.00000 | 182653.0 | 1257 | 5416.0 | 81751.0000 | 64890.0000 | 4 | 86.382339 | 1900 |
| 9 | 9001 | 26apr2020 | 8812 | 10217 | Fairfield | Connecticut | 10529 | 707 | Fairfield | 944348 | 340491 | 40.3 | 92969 | 484385.03 | 143419.0 | 588974.0 | 99412 | 49375.00000 | 182653.0 | 1257 | 5416.0 | 81751.0000 | 64890.0000 | 5 | 86.248413 | 3095 |
Last rows
| countyfips | date | super_spreader | total_businesses | county | state | cases | deaths | county_name | population | households | age | income | females | over65 | white | black | asian | hispanic | amerindian | other | poverty | no_hsdiploma | t | super_spreader_density | daily_cases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55 | 44009 | 29mar2020 | 1251 | 1485 | Washingto | Rhode Island | 21 | 0 | Washington | 126242 | 49111 | 44.5 | 81301 | 65131.996 | 24442.0 | 115008.0 | 1640 | 2406.0 | 3914.0 | 946 | 320.0 | 11249.0 | 5058.0 | 1 | 84.242424 | 21 |
| 56 | 44009 | 05apr2020 | 1250 | 1481 | Washingto | Rhode Island | 53 | 0 | Washington | 126242 | 49111 | 44.5 | 81301 | 65131.996 | 24442.0 | 115008.0 | 1640 | 2406.0 | 3914.0 | 946 | 320.0 | 11249.0 | 5058.0 | 2 | 84.402428 | 32 |
| 57 | 44009 | 12apr2020 | 1212 | 1445 | Washingto | Rhode Island | 116 | 0 | Washington | 126242 | 49111 | 44.5 | 81301 | 65131.996 | 24442.0 | 115008.0 | 1640 | 2406.0 | 3914.0 | 946 | 320.0 | 11249.0 | 5058.0 | 3 | 83.875435 | 63 |
| 58 | 44009 | 19apr2020 | 1267 | 1509 | Washingto | Rhode Island | 188 | 0 | Washington | 126242 | 49111 | 44.5 | 81301 | 65131.996 | 24442.0 | 115008.0 | 1640 | 2406.0 | 3914.0 | 946 | 320.0 | 11249.0 | 5058.0 | 4 | 83.962891 | 72 |
| 59 | 44009 | 26apr2020 | 1267 | 1505 | Washingto | Rhode Island | 292 | 6 | Washington | 126242 | 49111 | 44.5 | 81301 | 65131.996 | 24442.0 | 115008.0 | 1640 | 2406.0 | 3914.0 | 946 | 320.0 | 11249.0 | 5058.0 | 5 | 84.186043 | 104 |
| 60 | 9015 | 29mar2020 | 906 | 1089 | Windham | Connecticut | 7 | 0 | Wndham | 116538 | 44449 | 41.3 | 64774 | 58978.000 | 18257.0 | 96795.0 | 2084 | 1552.0 | 13368.0 | 66 | 95.0 | 11691.0 | 9192.0 | 1 | 83.195595 | 7 |
| 61 | 9015 | 05apr2020 | 898 | 1085 | Windham | Connecticut | 32 | 1 | Wndham | 116538 | 44449 | 41.3 | 64774 | 58978.000 | 18257.0 | 96795.0 | 2084 | 1552.0 | 13368.0 | 66 | 95.0 | 11691.0 | 9192.0 | 2 | 82.764977 | 25 |
| 62 | 9015 | 12apr2020 | 894 | 1073 | Windham | Connecticut | 66 | 1 | Wndham | 116538 | 44449 | 41.3 | 64774 | 58978.000 | 18257.0 | 96795.0 | 2084 | 1552.0 | 13368.0 | 66 | 95.0 | 11691.0 | 9192.0 | 3 | 83.317802 | 34 |
| 63 | 9015 | 19apr2020 | 926 | 1117 | Windham | Connecticut | 100 | 2 | Wndham | 116538 | 44449 | 41.3 | 64774 | 58978.000 | 18257.0 | 96795.0 | 2084 | 1552.0 | 13368.0 | 66 | 95.0 | 11691.0 | 9192.0 | 4 | 82.900627 | 34 |
| 64 | 9015 | 26apr2020 | 929 | 1128 | Windham | Connecticut | 157 | 4 | Wndham | 116538 | 44449 | 41.3 | 64774 | 58978.000 | 18257.0 | 96795.0 | 2084 | 1552.0 | 13368.0 | 66 | 95.0 | 11691.0 | 9192.0 | 5 | 82.358154 | 57 |